DocumentCode :
3335427
Title :
A logical paragraph division based on semantic characteristics and its application
Author :
Zhu Zhenfang ; Liu Peiyu ; Lu Ran ; Chi Xuezhi
Author_Institution :
Sch. of Inf. Sci. & Technol., Shandong Normal Univ., Ji´Nan, China
Volume :
1
fYear :
2009
fDate :
14-16 Aug. 2009
Firstpage :
966
Lastpage :
973
Abstract :
In this paper, we introduced a new matching method based on logic-centered paragraphs. This method is built on the concept dictionary, in this method, the paragraphs which have the same meaning will be clustered by analyzing the logical concept of the text to be classified, and establish the logical paragraphs on the basis of the division method of logical levels. Then put the text to be classified in the right classification, which considered the contribution to the theme of different paragraphs in the text. At the same time, in order to solve problem of synonyms and polysemy in the texts to be classified, we introduced the expansion of the synonyms concept and related words. Experimental results show that this method can improve the effectiveness of classification, and a higher accuracy rate can be obtained in content flitting.
Keywords :
dictionaries; information filtering; string matching; text analysis; concept dictionary; content flitting; information filtering; logic-centered paragraphs; logical paragraph division; matching method; semantic characteristics; synonyms concept; Application software; Dictionaries; Educational institutions; Filtering algorithms; Information filtering; Information filters; Information science; Information technology; Matched filters; Radio access networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IT in Medicine & Education, 2009. ITIME '09. IEEE International Symposium on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-3928-7
Electronic_ISBN :
978-1-4244-3930-0
Type :
conf
DOI :
10.1109/ITIME.2009.5236216
Filename :
5236216
Link To Document :
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